Digital Health Reviews

Articles published in this theme: 1865 (scroll down to load remaining articles)

2026

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Machine Learning and Deep Learning Models for Predicting Future Falls in Community-Dwelling Older Adults: Systematic Review and Meta-Analysis of Longitudinal Evidence

Ying Gao, Doudou Xu, Xinru Li, Jue Wang, Linbin Wang, Beiwen Wu, Haifeng Zhao, Xian Qiu, Weiyi Zhu

J Med Internet Res 2026 (May 14); 28:e84844

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AI-Based Automation for Medication Reconciliation: Scoping Review

Juan Pablo Tabja Bortesi, Maria P Becerra, Jonathan Ranisau, Bonnie Wen, Praveen Nadesan, P J Devereaux, Michael McGillion, Jeremy Petch

J Med Internet Res 2026 (May 11); 28:e86760

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Effectiveness of Digital Health Interventions in Older Adults With Frailty and Sarcopenia: Systematic Review and Meta‐Analysis of Randomized Controlled Trials

Ting Dai, Changsheng Guo, Lingli Gao, Jinyu Huang, Yan Chen, Yujie Zhang, Jing Gao, Xiaodong Feng

J Med Internet Res 2026 (May 11); 28:e88374

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Efficacy of Technology-Based Interventions on the Reduction of Loneliness: Systematic Review and Meta-Analysis

Zdenek Meier, Marie Buchtova, Jan Sandora, Lukas Novak, Jakub Helvich, Ondrej Buchta, Jana Furstova, Klara Malinakova, Peter Tavel

J Med Internet Res 2026 (May 08); 28:e80059

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Barriers and Facilitators to Patient Acceptance of Artificial Intelligence in Health Care: Systematic Review

Huiqin Shi, Jingying Huang, Jin Yang, Mengbo Han

J Med Internet Res 2026 (May 08); 28:e80581

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Efficacy, User Engagement, and Acceptability of Cognitive Behavioral Therapy–Oriented Psychological Chatbots for Adults With Depressive and/or Anxiety Symptoms: Systematic Review and Meta-Analysis of Randomized Controlled Trials

Bingyan Gong, Nisha Yao, Hangxin Xie, Chuncheng Huang, Tomoko Kishimoto, Howard Berenbaum, Wenting Mu

J Med Internet Res 2026 (May 08); 28:e82677

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Automated Approaches of Text Simplification of Patient Education Materials: Scoping Review

Cornelia Krenn, Christine Loder, Natalie Berger, Klaus Jeitler, Thomas Semlitsch, Andrea Siebenhofer, Denise Wilfling

J Med Internet Res 2026 (May 07); 28:e88365

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GenAI-Supported Virtual Patients in Health Care Education: Systematic Review

Juming Jiang, Megan Zichen Ye, Tyrone Tai-On Kwok, Janet Yuen Ha Wong

J Med Internet Res 2026 (May 07); 28:e82756

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Effectiveness of mHealth Interventions Aimed at Promoting Physical Activity and Reducing Sedentary Behavior on Work-Related Outcomes Among Workers: Systematic Review

Takako Miki, Michiko Nohara, Nami Homma, Daiki Nagamine, Shinji Yamaguchi, Kyoko Nomura

J Med Internet Res 2026 (May 07); 28:e80540

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Current Practices and a Novel Operational Framework for Planning Research on Digital Health Promotion Interventions From Development to Implementation: Scoping Review

Claire Collin, Corinne Alberti, Philippe Martin, Graham Moore, Clara Eyraud, Enora Le Roux

J Med Internet Res 2026 (May 06); 28:e82611

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Multidimensional Effects of Telemedicine on Patients With Spinal Cord Injury: Systematic Review and Meta-Analysis of Randomized Controlled Trials

Wen Zhong, Liyi Huang, Xin Sun, Rui Liu, Lu Wang, Quan Wei

J Med Internet Res 2026 (May 06); 28:e87088

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Deep Learning Algorithms Versus Radiologists in Digital Breast Tomosynthesis for Breast Cancer Detection: Systematic Review and Meta-Analysis

Shewen Lyu, Zepeng Wang, Yujing Mu, Luyao Wang, Xiaohua Pei

J Med Internet Res 2026 (May 06); 28:e91659

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Effects of Stand-Alone Digital Lifestyle Interventions on Weight-Related Outcomes in Adults With Overweight or Obesity: Systematic Review and Meta-Analysis of Randomized Controlled Trials

Si-An Lee, Jin-Hyuck Park

J Med Internet Res 2026 (May 04); 28:e81070

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Use of Mobile Technologies for Smoking Cessation Among Smokers and Former Smokers: Systematic Review

Meret Lakeberg, Falk Hoffmann, Jannik Ohmes, Birte Berger-Höger, Jasmin Helbach

J Med Internet Res 2026 (Apr 30); 28:e83072

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Hybrid Care Modifications in the Delivery of Nonpandemic Care During the COVID-19 Pandemic: Scoping Review

Natalia Sanchez Villalobos, Tessa van Loenen, Lem Ngongalah, Máire A Connolly, Mart L Stein, Chantal P Rovers, Aura Timen

J Med Internet Res 2026 (Apr 30); 28:e84756

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Image-Based Deep Learning for Cataract Diagnosis: Systematic Review and Meta-Analysis

Ruixi Li, Hongyi Li, Chong Li, Shuo Li, Linhong Lei, Dan Tao

J Med Internet Res 2026 (Apr 29); 28:e78869

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Online Community Support for Stroke Survivors and Caregivers: Scoping Review

Putu Wuri Handayani, Kamila Alifia, Juliana Sutanto, Erlin Erlina, Sharyn Graham Davies, Arthur HP Mawuntu, Muhammad Isman Jusuf, Narelle Warren

J Med Internet Res 2026 (Apr 29); 28:e71190

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Patient Concerns Regarding Artificial Intelligence Applications in Health Care: Systematic Review and Meta-Synthesis Based on Social Ecological Theory

Jiayu Hou, Zhiqiao Zhang, Xuan Cheng, Weihong Wang

J Med Internet Res 2026 (Apr 28); 28:e85663

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Machine Learning in HIV Care and Antiretroviral Therapy: Systematic Review

Thamina Boudra, Arafate Idrissou, Oussama Barakat, Siamak Davani, Marie-Blanche Valnet Rabier, Jennifer Lagoutte-Renosi

J Med Internet Res 2026 (Apr 28); 28:e79219

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Applications of Natural Language Processing and Large Language Models for Social Determinants of Health: Systematic Review

Swati Rajwal, Avinash Kumar Pandey, Ziyuan Zhang, Yankai Chen, Michael X Liu, Sudeshna Das, Hannah Rogers, Abeed Sarker, Yunyu Xiao

J Med Internet Res 2026 (Apr 28); 28:e83793

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